Bias or impact evidence
Track whether the vendor can provide a current audit summary, testing method, limitation statement, and subgroup-performance notes.
Vendor risk
Score AI hiring vendors before they create evidence gaps.
AI features often arrive through ATS, interview, assessment, and workforce vendors. This scorecard helps teams see which vendors lack audit evidence, human oversight instructions, notice support, or change-notification commitments.
Scoring criteria
Evidence a buyer can request before rollout.
Human oversight
Require instructions that explain intended use, reviewer responsibilities, override paths, and misuse scenarios.
Model and feature updates
Record whether the contract or support docs require notice when AI features, models, or scoring logic materially change.